Triple
T7261255
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Aru languages |
E159656
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Benjina language
The Benjina language is an Austronesian language spoken on the Aru Islands in eastern Indonesia, forming part of the Aru languages subgroup.
|
E651521
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Benjina language | Statement: [Aru languages, hasMember, Benjina language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Benjina language Context triple: [Aru languages, hasMember, Benjina language]
-
A.
Bena language
The Bena language is a Bantu language spoken primarily by the Bena people of southern Tanzania.
-
B.
Bini language
Bini language is an Edoid language of southern Nigeria, primarily spoken by the Edo (Bini) people around Benin City.
-
C.
Baniwa language
Baniwa is an Arawakan Indigenous language spoken primarily along the Rio Negro in northwestern Brazil, as well as in parts of Colombia and Venezuela.
-
D.
Nitinaht language
The Nitinaht language is a Southern Wakashan Indigenous language spoken by the Ditidaht (Nitinaht) people of Vancouver Island in British Columbia, Canada.
-
E.
Kumbewaha language
The Kumbewaha language is an Austronesian language spoken in Sulawesi, Indonesia, belonging to the Wotu–Wolio subgroup.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Benjina language Triple: [Aru languages, hasMember, Benjina language]
Generated description
The Benjina language is an Austronesian language spoken on the Aru Islands in eastern Indonesia, forming part of the Aru languages subgroup.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Benjina language Target entity description: The Benjina language is an Austronesian language spoken on the Aru Islands in eastern Indonesia, forming part of the Aru languages subgroup.
-
A.
Bena language
The Bena language is a Bantu language spoken primarily by the Bena people of southern Tanzania.
-
B.
Bini language
Bini language is an Edoid language of southern Nigeria, primarily spoken by the Edo (Bini) people around Benin City.
-
C.
Baniwa language
Baniwa is an Arawakan Indigenous language spoken primarily along the Rio Negro in northwestern Brazil, as well as in parts of Colombia and Venezuela.
-
D.
Nitinaht language
The Nitinaht language is a Southern Wakashan Indigenous language spoken by the Ditidaht (Nitinaht) people of Vancouver Island in British Columbia, Canada.
-
E.
Kumbewaha language
The Kumbewaha language is an Austronesian language spoken in Sulawesi, Indonesia, belonging to the Wotu–Wolio subgroup.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69c68838f9948190875fd60b2351230c |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6eac79fd081909274aa10ffb192aa |
completed | March 27, 2026, 8:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7d3bda4808190810f2d170cb693b9 |
completed | March 28, 2026, 1:12 p.m. |
| NEDg | Description generation | batch_69c7d469fd0081908943099685f94c8b |
completed | March 28, 2026, 1:15 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7d52299108190974a2e62d6f96610 |
completed | March 28, 2026, 1:18 p.m. |
Created at: March 27, 2026, 2:57 p.m.